Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 832 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 11 |
| Duplicate rows (%) | 1.3% |
| Total size in memory | 136.6 KiB |
| Average record size in memory | 168.2 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 1 |
| Dataset has 11 (1.3%) duplicate rows | Duplicates |
push is highly correlated with mov and 8 other fields | High correlation |
mov is highly correlated with push and 8 other fields | High correlation |
call is highly correlated with push and 7 other fields | High correlation |
sub is highly correlated with push and 6 other fields | High correlation |
jmp is highly correlated with push and 8 other fields | High correlation |
add is highly correlated with push and 6 other fields | High correlation |
cmp is highly correlated with push and 8 other fields | High correlation |
test is highly correlated with push and 9 other fields | High correlation |
lea is highly correlated with push and 6 other fields | High correlation |
pop is highly correlated with push and 8 other fields | High correlation |
FindFirstFile is highly correlated with GetFileAttributesW | High correlation |
SearchPathW is highly correlated with FindResourceEx and 3 other fields | High correlation |
SetFilePointer is highly correlated with cmp | High correlation |
FindResourceEx is highly correlated with SetFileAttributesW and 3 other fields | High correlation |
GetFileAttributesW is highly correlated with FindFirstFile and 2 other fields | High correlation |
SetFileAttributesW is highly correlated with FindResourceEx and 5 other fields | High correlation |
SetFilePointerEx is highly correlated with GetFileAttributesW and 2 other fields | High correlation |
CryptEncrypt is highly correlated with GetFileAttributesW and 2 other fields | High correlation |
CreateThread is highly correlated with FindResourceEx and 3 other fields | High correlation |
FindResourceExW is highly correlated with FindResourceEx and 3 other fields | High correlation |
Cerber is highly correlated with test and 4 other fields | High correlation |
SetFilePointer is highly skewed (γ1 = 25.04170858) | Skewed |
FindFirstFile has 80 (9.6%) zeros | Zeros |
SearchPathW has 276 (33.2%) zeros | Zeros |
SetFilePointer has 120 (14.4%) zeros | Zeros |
FindResourceEx has 196 (23.6%) zeros | Zeros |
GetFileAttributesW has 105 (12.6%) zeros | Zeros |
SetFileAttributesW has 290 (34.9%) zeros | Zeros |
SetFilePointerEx has 316 (38.0%) zeros | Zeros |
CryptEncrypt has 452 (54.3%) zeros | Zeros |
CreateThread has 124 (14.9%) zeros | Zeros |
FindResourceExW has 195 (23.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-12 05:25:05.868830 |
|---|---|
| Analysis finished | 2022-10-12 05:25:46.705960 |
| Duration | 40.84 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 537 |
|---|---|
| Distinct (%) | 64.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14395.25721 |
| Minimum | 0 |
|---|---|
| Maximum | 263735 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 233 |
| Q1 | 2123 |
| median | 5176 |
| Q3 | 9617 |
| 95-th percentile | 68582.45 |
| Maximum | 263735 |
| Range | 263735 |
| Interquartile range (IQR) | 7494 |
Descriptive statistics
| Standard deviation | 30065.39328 |
|---|---|
| Coefficient of variation (CV) | 2.088562423 |
| Kurtosis | 22.25078828 |
| Mean | 14395.25721 |
| Median Absolute Deviation (MAD) | 3111 |
| Skewness | 4.29330906 |
| Sum | 11976854 |
| Variance | 903927873.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2065 | 23 | 2.8% |
| 4984 | 13 | 1.6% |
| 26697 | 11 | 1.3% |
| 5174 | 11 | 1.3% |
| 9155 | 10 | 1.2% |
| 2321 | 8 | 1.0% |
| 5186 | 8 | 1.0% |
| 5176 | 7 | 0.8% |
| 5245 | 7 | 0.8% |
| 172 | 7 | 0.8% |
| Other values (527) | 727 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 45 | 1 | 0.1% |
| 48 | 1 | 0.1% |
| 73 | 2 | |
| 75 | 3 | |
| 78 | 1 | 0.1% |
| 79 | 1 | 0.1% |
| 97 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 263735 | 1 | |
| 231290 | 1 | |
| 221456 | 1 | |
| 216633 | 1 | |
| 203601 | 1 | |
| 198642 | 1 | |
| 191531 | 1 | |
| 164242 | 1 | |
| 162192 | 1 | |
| 156467 | 1 |
| Distinct | 556 |
|---|---|
| Distinct (%) | 66.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32521.14663 |
| Minimum | 0 |
|---|---|
| Maximum | 559276 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 505 |
| Q1 | 2848.75 |
| median | 9438 |
| Q3 | 16795.75 |
| 95-th percentile | 179778.1 |
| Maximum | 559276 |
| Range | 559276 |
| Interquartile range (IQR) | 13947 |
Descriptive statistics
| Standard deviation | 67279.36319 |
|---|---|
| Coefficient of variation (CV) | 2.068788162 |
| Kurtosis | 13.84546841 |
| Mean | 32521.14663 |
| Median Absolute Deviation (MAD) | 6803 |
| Skewness | 3.447333842 |
| Sum | 27057594 |
| Variance | 4526512711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1431 | 23 | 2.8% |
| 10436 | 11 | 1.3% |
| 9392 | 9 | 1.1% |
| 9451 | 9 | 1.1% |
| 5330 | 8 | 1.0% |
| 22747 | 8 | 1.0% |
| 9453 | 7 | 0.8% |
| 5335 | 7 | 0.8% |
| 10860 | 6 | 0.7% |
| 332 | 6 | 0.7% |
| Other values (546) | 738 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 19 | 3 | |
| 26 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 41 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 559276 | 1 | |
| 451198 | 1 | |
| 424465 | 1 | |
| 401088 | 1 | |
| 361368 | 1 | |
| 360089 | 1 | |
| 343062 | 1 | |
| 341672 | 1 | |
| 333819 | 1 | |
| 331950 | 1 |
| Distinct | 463 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7992.871394 |
| Minimum | 0 |
|---|---|
| Maximum | 176399 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 924 |
| median | 1129 |
| Q3 | 3773 |
| 95-th percentile | 46890.6 |
| Maximum | 176399 |
| Range | 176399 |
| Interquartile range (IQR) | 2849 |
Descriptive statistics
| Standard deviation | 18127.67891 |
|---|---|
| Coefficient of variation (CV) | 2.267980807 |
| Kurtosis | 19.46832262 |
| Mean | 7992.871394 |
| Median Absolute Deviation (MAD) | 472 |
| Skewness | 3.915587357 |
| Sum | 6650069 |
| Variance | 328612742.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1126 | 27 | 3.2% |
| 1128 | 24 | 2.9% |
| 909 | 23 | 2.8% |
| 924 | 21 | 2.5% |
| 1574 | 15 | 1.8% |
| 1127 | 15 | 1.8% |
| 977 | 13 | 1.6% |
| 926 | 12 | 1.4% |
| 1129 | 10 | 1.2% |
| 1422 | 10 | 1.2% |
| Other values (453) | 662 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 5 | |
| 3 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 176399 | 1 | |
| 137590 | 1 | |
| 106623 | 1 | |
| 105279 | 1 | |
| 104163 | 1 | |
| 102927 | 1 | |
| 100253 | 1 | |
| 92934 | 1 | |
| 88444 | 1 | |
| 86412 | 1 |
| Distinct | 474 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3773.137019 |
| Minimum | 0 |
|---|---|
| Maximum | 135090 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 90.55 |
| Q1 | 236 |
| median | 2035.5 |
| Q3 | 2655.25 |
| 95-th percentile | 15219.6 |
| Maximum | 135090 |
| Range | 135090 |
| Interquartile range (IQR) | 2419.25 |
Descriptive statistics
| Standard deviation | 9665.534673 |
|---|---|
| Coefficient of variation (CV) | 2.561670733 |
| Kurtosis | 63.11446338 |
| Mean | 3773.137019 |
| Median Absolute Deviation (MAD) | 1639 |
| Skewness | 6.86722807 |
| Sum | 3139250 |
| Variance | 93422560.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 32 | 3.8% |
| 2652 | 17 | 2.0% |
| 2649 | 11 | 1.3% |
| 2120 | 11 | 1.3% |
| 1649 | 10 | 1.2% |
| 2653 | 10 | 1.2% |
| 2651 | 10 | 1.2% |
| 2150 | 10 | 1.2% |
| 93 | 10 | 1.2% |
| 119 | 9 | 1.1% |
| Other values (464) | 702 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 4 | |
| 3 | 1 | 0.1% |
| 14 | 3 | |
| 16 | 4 | |
| 17 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 30 | 2 |
| Value | Count | Frequency (%) |
| 135090 | 1 | |
| 85855 | 1 | |
| 81152 | 1 | |
| 77777 | 1 | |
| 61617 | 1 | |
| 56144 | 1 | |
| 56142 | 1 | |
| 56141 | 1 | |
| 55975 | 1 | |
| 52029 | 1 |
| Distinct | 444 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3413.992788 |
| Minimum | 0 |
|---|---|
| Maximum | 57380 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28.65 |
| Q1 | 328.25 |
| median | 1100 |
| Q3 | 2877 |
| 95-th percentile | 17277.05 |
| Maximum | 57380 |
| Range | 57380 |
| Interquartile range (IQR) | 2548.75 |
Descriptive statistics
| Standard deviation | 6242.401192 |
|---|---|
| Coefficient of variation (CV) | 1.828475213 |
| Kurtosis | 18.11688131 |
| Mean | 3413.992788 |
| Median Absolute Deviation (MAD) | 802 |
| Skewness | 3.700577531 |
| Sum | 2840442 |
| Variance | 38967572.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 307 | 26 | 3.1% |
| 2876 | 20 | 2.4% |
| 309 | 20 | 2.4% |
| 674 | 15 | 1.8% |
| 2875 | 15 | 1.8% |
| 1024 | 13 | 1.6% |
| 2877 | 12 | 1.4% |
| 17 | 11 | 1.3% |
| 1009 | 11 | 1.3% |
| 647 | 11 | 1.3% |
| Other values (434) | 678 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 1 | 0.1% |
| 2 | 5 | |
| 3 | 1 | 0.1% |
| 4 | 2 | 0.2% |
| 5 | 3 | 0.4% |
| 6 | 2 | 0.2% |
| 9 | 1 | 0.1% |
| 16 | 1 | 0.1% |
| 17 | 11 |
| Value | Count | Frequency (%) |
| 57380 | 1 | |
| 52918 | 1 | |
| 43035 | 1 | |
| 37863 | 1 | |
| 35086 | 1 | |
| 33551 | 1 | |
| 31851 | 1 | |
| 29378 | 1 | |
| 28804 | 1 | |
| 28759 | 1 |
| Distinct | 507 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18976.33894 |
| Minimum | 0 |
|---|---|
| Maximum | 572369 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 199.55 |
| Q1 | 881 |
| median | 3548.5 |
| Q3 | 19287 |
| 95-th percentile | 69201 |
| Maximum | 572369 |
| Range | 572369 |
| Interquartile range (IQR) | 18406 |
Descriptive statistics
| Standard deviation | 51470.9091 |
|---|---|
| Coefficient of variation (CV) | 2.712372985 |
| Kurtosis | 45.40232071 |
| Mean | 18976.33894 |
| Median Absolute Deviation (MAD) | 3338.5 |
| Skewness | 6.116891397 |
| Sum | 15788314 |
| Variance | 2649254484 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 203 | 23 | 2.8% |
| 258 | 15 | 1.8% |
| 218 | 13 | 1.6% |
| 201 | 12 | 1.4% |
| 19288 | 11 | 1.3% |
| 937 | 10 | 1.2% |
| 67722 | 10 | 1.2% |
| 4506 | 9 | 1.1% |
| 210 | 9 | 1.1% |
| 19415 | 9 | 1.1% |
| Other values (497) | 711 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 4 | |
| 8 | 1 | 0.1% |
| 45 | 3 | |
| 46 | 1 | 0.1% |
| 47 | 1 | 0.1% |
| 69 | 1 | 0.1% |
| 86 | 1 | 0.1% |
| 112 | 2 | |
| 124 | 2 |
| Value | Count | Frequency (%) |
| 572369 | 1 | 0.1% |
| 488074 | 1 | 0.1% |
| 451134 | 1 | 0.1% |
| 449310 | 1 | 0.1% |
| 373630 | 1 | 0.1% |
| 317426 | 1 | 0.1% |
| 304897 | 3 | |
| 280586 | 1 | 0.1% |
| 270593 | 1 | 0.1% |
| 268375 | 1 | 0.1% |
| Distinct | 474 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5492.820913 |
| Minimum | 0 |
|---|---|
| Maximum | 150206 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49.75 |
| Q1 | 604.5 |
| median | 2709.5 |
| Q3 | 4011.25 |
| 95-th percentile | 24310 |
| Maximum | 150206 |
| Range | 150206 |
| Interquartile range (IQR) | 3406.75 |
Descriptive statistics
| Standard deviation | 10823.81014 |
|---|---|
| Coefficient of variation (CV) | 1.9705376 |
| Kurtosis | 50.17657811 |
| Mean | 5492.820913 |
| Median Absolute Deviation (MAD) | 2052.5 |
| Skewness | 5.64233878 |
| Sum | 4570027 |
| Variance | 117154865.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 555 | 23 | 2.8% |
| 14 | 16 | 1.9% |
| 933 | 15 | 1.8% |
| 3781 | 14 | 1.7% |
| 3780 | 14 | 1.7% |
| 3779 | 14 | 1.7% |
| 3120 | 13 | 1.6% |
| 574 | 13 | 1.6% |
| 576 | 12 | 1.4% |
| 2560 | 11 | 1.3% |
| Other values (464) | 687 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 13 | 4 | 0.5% |
| 14 | 16 | |
| 15 | 1 | 0.1% |
| 19 | 4 | 0.5% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| 26 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 150206 | 1 | |
| 86138 | 1 | |
| 85527 | 1 | |
| 66953 | 1 | |
| 64973 | 1 | |
| 57792 | 1 | |
| 52509 | 1 | |
| 52360 | 1 | |
| 52182 | 1 | |
| 44498 | 1 |
| Distinct | 472 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3359.362981 |
| Minimum | 0 |
|---|---|
| Maximum | 45054 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 281 |
| median | 1422.5 |
| Q3 | 2260.25 |
| 95-th percentile | 16437.75 |
| Maximum | 45054 |
| Range | 45054 |
| Interquartile range (IQR) | 1979.25 |
Descriptive statistics
| Standard deviation | 6365.11565 |
|---|---|
| Coefficient of variation (CV) | 1.894738879 |
| Kurtosis | 13.42536005 |
| Mean | 3359.362981 |
| Median Absolute Deviation (MAD) | 1126 |
| Skewness | 3.458959255 |
| Sum | 2794990 |
| Variance | 40514697.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 219 | 18 | 2.2% |
| 1352 | 16 | 1.9% |
| 1542 | 15 | 1.8% |
| 1538 | 15 | 1.8% |
| 1539 | 11 | 1.3% |
| 1543 | 10 | 1.2% |
| 1395 | 10 | 1.2% |
| 1540 | 9 | 1.1% |
| 1783 | 9 | 1.1% |
| 506 | 9 | 1.1% |
| Other values (462) | 710 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 1 | 5 | |
| 3 | 1 | 0.1% |
| 4 | 2 | 0.2% |
| 5 | 9 | |
| 6 | 6 | |
| 7 | 4 | |
| 8 | 4 | |
| 9 | 3 | 0.4% |
| 10 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 45054 | 1 | |
| 43283 | 1 | |
| 42532 | 1 | |
| 39946 | 1 | |
| 37231 | 1 | |
| 37148 | 1 | |
| 35165 | 1 | |
| 34307 | 1 | |
| 33086 | 1 | |
| 31519 | 1 |
| Distinct | 434 |
|---|---|
| Distinct (%) | 52.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5089.272837 |
| Minimum | 0 |
|---|---|
| Maximum | 97763 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17.65 |
| Q1 | 273 |
| median | 665 |
| Q3 | 2730 |
| 95-th percentile | 29261.5 |
| Maximum | 97763 |
| Range | 97763 |
| Interquartile range (IQR) | 2457 |
Descriptive statistics
| Standard deviation | 12233.41539 |
|---|---|
| Coefficient of variation (CV) | 2.403764896 |
| Kurtosis | 16.28246761 |
| Mean | 5089.272837 |
| Median Absolute Deviation (MAD) | 459 |
| Skewness | 3.818712991 |
| Sum | 4234275 |
| Variance | 149656452.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 191 | 23 | 2.8% |
| 644 | 20 | 2.4% |
| 643 | 18 | 2.2% |
| 991 | 16 | 1.9% |
| 558 | 16 | 1.9% |
| 992 | 15 | 1.8% |
| 645 | 15 | 1.8% |
| 230 | 14 | 1.7% |
| 219 | 13 | 1.6% |
| 665 | 13 | 1.6% |
| Other values (424) | 669 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 4 | 3 | 0.4% |
| 5 | 1 | 0.1% |
| 6 | 11 | |
| 7 | 11 | |
| 8 | 1 | 0.1% |
| 9 | 3 | 0.4% |
| 11 | 1 | 0.1% |
| 13 | 6 |
| Value | Count | Frequency (%) |
| 97763 | 1 | |
| 85782 | 1 | |
| 83230 | 1 | |
| 71815 | 1 | |
| 69742 | 1 | |
| 69073 | 1 | |
| 64241 | 1 | |
| 62644 | 1 | |
| 61535 | 1 | |
| 60962 | 1 |
| Distinct | 520 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6983.0625 |
| Minimum | 0 |
|---|---|
| Maximum | 144940 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100.7 |
| Q1 | 468.5 |
| median | 3919 |
| Q3 | 5239.25 |
| 95-th percentile | 28314.65 |
| Maximum | 144940 |
| Range | 144940 |
| Interquartile range (IQR) | 4770.75 |
Descriptive statistics
| Standard deviation | 13988.78211 |
|---|---|
| Coefficient of variation (CV) | 2.003244581 |
| Kurtosis | 30.88775173 |
| Mean | 6983.0625 |
| Median Absolute Deviation (MAD) | 2938 |
| Skewness | 4.792281118 |
| Sum | 5809908 |
| Variance | 195686025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 187 | 23 | 2.8% |
| 4068 | 13 | 1.6% |
| 3923 | 10 | 1.2% |
| 3925 | 10 | 1.2% |
| 245 | 10 | 1.2% |
| 9054 | 9 | 1.1% |
| 4074 | 8 | 1.0% |
| 5786 | 8 | 1.0% |
| 1436 | 8 | 1.0% |
| 3921 | 8 | 1.0% |
| Other values (510) | 725 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 4 | 4 | |
| 13 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 29 | 5 | |
| 30 | 2 | 0.2% |
| 31 | 2 | 0.2% |
| 33 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 144940 | 1 | |
| 142546 | 1 | |
| 94853 | 1 | |
| 89720 | 1 | |
| 81245 | 1 | |
| 80541 | 1 | |
| 80069 | 1 | |
| 79826 | 1 | |
| 72228 | 1 | |
| 70888 | 1 |
| Distinct | 197 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 427.5048077 |
| Minimum | 0 |
|---|---|
| Maximum | 57007 |
| Zeros | 80 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 36 |
| Q3 | 263.25 |
| 95-th percentile | 659.95 |
| Maximum | 57007 |
| Range | 57007 |
| Interquartile range (IQR) | 260.25 |
Descriptive statistics
| Standard deviation | 2338.203311 |
|---|---|
| Coefficient of variation (CV) | 5.469419919 |
| Kurtosis | 416.1701585 |
| Mean | 427.5048077 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 18.03840222 |
| Sum | 355684 |
| Variance | 5467194.722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 87 | 10.5% |
| 0 | 80 | 9.6% |
| 6 | 41 | 4.9% |
| 4 | 37 | 4.4% |
| 284 | 34 | 4.1% |
| 236 | 27 | 3.2% |
| 3 | 23 | 2.8% |
| 1 | 22 | 2.6% |
| 282 | 19 | 2.3% |
| 277 | 16 | 1.9% |
| Other values (187) | 446 |
| Value | Count | Frequency (%) |
| 0 | 80 | |
| 1 | 22 | 2.6% |
| 2 | 87 | |
| 3 | 23 | 2.8% |
| 4 | 37 | |
| 5 | 15 | 1.8% |
| 6 | 41 | |
| 7 | 5 | 0.6% |
| 8 | 8 | 1.0% |
| 9 | 8 | 1.0% |
| Value | Count | Frequency (%) |
| 57007 | 1 | 0.1% |
| 10450 | 1 | 0.1% |
| 10449 | 1 | 0.1% |
| 10445 | 1 | 0.1% |
| 10444 | 3 | |
| 9377 | 1 | 0.1% |
| 9018 | 1 | 0.1% |
| 8864 | 1 | 0.1% |
| 8851 | 1 | 0.1% |
| 6272 | 1 | 0.1% |
| Distinct | 85 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.8461538 |
| Minimum | 0 |
|---|---|
| Maximum | 8197 |
| Zeros | 276 |
| Zeros (%) | 33.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 13 |
| 95-th percentile | 109.95 |
| Maximum | 8197 |
| Range | 8197 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 1013.810776 |
|---|---|
| Coefficient of variation (CV) | 6.076320925 |
| Kurtosis | 51.2885878 |
| Mean | 166.8461538 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 7.168772347 |
| Sum | 138816 |
| Variance | 1027812.289 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 3 | 59 | 7.1% |
| 16 | 53 | 6.4% |
| 7 | 52 | 6.2% |
| 13 | 40 | 4.8% |
| 10 | 36 | 4.3% |
| 9 | 29 | 3.5% |
| 4 | 21 | 2.5% |
| 5 | 20 | 2.4% |
| 2 | 20 | 2.4% |
| Other values (75) | 226 |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 1 | 17 | 2.0% |
| 2 | 20 | 2.4% |
| 3 | 59 | 7.1% |
| 4 | 21 | 2.5% |
| 5 | 20 | 2.4% |
| 6 | 18 | 2.2% |
| 7 | 52 | 6.2% |
| 8 | 20 | 2.4% |
| 9 | 29 | 3.5% |
| Value | Count | Frequency (%) |
| 8197 | 1 | 0.1% |
| 8179 | 1 | 0.1% |
| 8174 | 8 | |
| 7028 | 1 | 0.1% |
| 5726 | 1 | 0.1% |
| 5724 | 1 | 0.1% |
| 5719 | 1 | 0.1% |
| 5702 | 1 | 0.1% |
| 3594 | 1 | 0.1% |
| 1053 | 5 |
| Distinct | 328 |
|---|---|
| Distinct (%) | 39.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 365.2932692 |
| Minimum | 0 |
|---|---|
| Maximum | 81128 |
| Zeros | 120 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 48 |
| Q3 | 350.75 |
| 95-th percentile | 886 |
| Maximum | 81128 |
| Range | 81128 |
| Interquartile range (IQR) | 348.75 |
Descriptive statistics
| Standard deviation | 2955.254652 |
|---|---|
| Coefficient of variation (CV) | 8.090087885 |
| Kurtosis | 675.5672766 |
| Mean | 365.2932692 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 25.04170858 |
| Sum | 303924 |
| Variance | 8733530.058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120 | 14.4% |
| 2 | 68 | 8.2% |
| 1 | 28 | 3.4% |
| 4 | 27 | 3.2% |
| 12 | 22 | 2.6% |
| 21 | 19 | 2.3% |
| 3 | 18 | 2.2% |
| 6 | 17 | 2.0% |
| 10 | 14 | 1.7% |
| 69 | 8 | 1.0% |
| Other values (318) | 491 |
| Value | Count | Frequency (%) |
| 0 | 120 | |
| 1 | 28 | 3.4% |
| 2 | 68 | |
| 3 | 18 | 2.2% |
| 4 | 27 | 3.2% |
| 5 | 3 | 0.4% |
| 6 | 17 | 2.0% |
| 7 | 3 | 0.4% |
| 8 | 2 | 0.2% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 81128 | 1 | |
| 19996 | 1 | |
| 7403 | 1 | |
| 6800 | 1 | |
| 6635 | 1 | |
| 6526 | 1 | |
| 5145 | 1 | |
| 4819 | 1 | |
| 4257 | 1 | |
| 3879 | 1 |
| Distinct | 247 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 313.8834135 |
| Minimum | 0 |
|---|---|
| Maximum | 5777 |
| Zeros | 196 |
| Zeros (%) | 23.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 70 |
| Q3 | 597 |
| 95-th percentile | 674.35 |
| Maximum | 5777 |
| Range | 5777 |
| Interquartile range (IQR) | 596 |
Descriptive statistics
| Standard deviation | 495.2689963 |
|---|---|
| Coefficient of variation (CV) | 1.577875654 |
| Kurtosis | 54.17686219 |
| Mean | 313.8834135 |
| Median Absolute Deviation (MAD) | 70 |
| Skewness | 5.734657828 |
| Sum | 261151 |
| Variance | 245291.3787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 196 | |
| 3 | 40 | 4.8% |
| 2 | 26 | 3.1% |
| 622 | 23 | 2.8% |
| 596 | 20 | 2.4% |
| 600 | 18 | 2.2% |
| 587 | 16 | 1.9% |
| 1 | 16 | 1.9% |
| 11 | 14 | 1.7% |
| 5 | 13 | 1.6% |
| Other values (237) | 450 |
| Value | Count | Frequency (%) |
| 0 | 196 | |
| 1 | 16 | 1.9% |
| 2 | 26 | 3.1% |
| 3 | 40 | 4.8% |
| 4 | 2 | 0.2% |
| 5 | 13 | 1.6% |
| 6 | 2 | 0.2% |
| 7 | 10 | 1.2% |
| 8 | 4 | 0.5% |
| 9 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 5777 | 2 | |
| 5005 | 1 | |
| 4998 | 1 | |
| 2506 | 1 | |
| 2487 | 1 | |
| 2118 | 1 | |
| 2044 | 1 | |
| 1778 | 1 | |
| 1756 | 1 | |
| 1509 | 1 |
| Distinct | 290 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 363.6622596 |
| Minimum | 0 |
|---|---|
| Maximum | 14264 |
| Zeros | 105 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 64 |
| Q3 | 762 |
| 95-th percentile | 858 |
| Maximum | 14264 |
| Range | 14264 |
| Interquartile range (IQR) | 760 |
Descriptive statistics
| Standard deviation | 717.1497452 |
|---|---|
| Coefficient of variation (CV) | 1.972021364 |
| Kurtosis | 217.7724827 |
| Mean | 363.6622596 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 12.37827919 |
| Sum | 302567 |
| Variance | 514303.757 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 105 | 12.6% |
| 2 | 88 | 10.6% |
| 1 | 39 | 4.7% |
| 8 | 12 | 1.4% |
| 5 | 12 | 1.4% |
| 3 | 11 | 1.3% |
| 764 | 10 | 1.2% |
| 22 | 9 | 1.1% |
| 4 | 9 | 1.1% |
| 761 | 8 | 1.0% |
| Other values (280) | 529 |
| Value | Count | Frequency (%) |
| 0 | 105 | |
| 1 | 39 | 4.7% |
| 2 | 88 | |
| 3 | 11 | 1.3% |
| 4 | 9 | 1.1% |
| 5 | 12 | 1.4% |
| 6 | 8 | 1.0% |
| 7 | 7 | 0.8% |
| 8 | 12 | 1.4% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 14264 | 1 | |
| 10541 | 1 | |
| 3418 | 1 | |
| 1659 | 1 | |
| 1538 | 1 | |
| 1521 | 1 | |
| 1475 | 1 | |
| 1453 | 1 | |
| 1400 | 1 | |
| 1369 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.69110577 |
| Minimum | 0 |
|---|---|
| Maximum | 977 |
| Zeros | 290 |
| Zeros (%) | 34.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 234 |
| 95-th percentile | 287 |
| Maximum | 977 |
| Range | 977 |
| Interquartile range (IQR) | 234 |
Descriptive statistics
| Standard deviation | 123.4153057 |
|---|---|
| Coefficient of variation (CV) | 1.360831414 |
| Kurtosis | 2.004026241 |
| Mean | 90.69110577 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.117112331 |
| Sum | 75455 |
| Variance | 15231.33768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 60 | 7.2% |
| 3 | 54 | 6.5% |
| 4 | 39 | 4.7% |
| 2 | 36 | 4.3% |
| 236 | 23 | 2.8% |
| 233 | 15 | 1.8% |
| 268 | 12 | 1.4% |
| 289 | 12 | 1.4% |
| 237 | 11 | 1.3% |
| Other values (89) | 280 |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 60 | 7.2% |
| 2 | 36 | 4.3% |
| 3 | 54 | 6.5% |
| 4 | 39 | 4.7% |
| 5 | 7 | 0.8% |
| 6 | 11 | 1.3% |
| 7 | 7 | 0.8% |
| 8 | 5 | 0.6% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 977 | 1 | 0.1% |
| 638 | 1 | 0.1% |
| 404 | 1 | 0.1% |
| 349 | 2 | 0.2% |
| 299 | 1 | 0.1% |
| 292 | 5 | |
| 291 | 1 | 0.1% |
| 290 | 5 | |
| 289 | 12 | |
| 288 | 10 |
| Distinct | 209 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.24038462 |
| Minimum | 0 |
|---|---|
| Maximum | 7387 |
| Zeros | 316 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 110 |
| 95-th percentile | 347.7 |
| Maximum | 7387 |
| Range | 7387 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 386.0803834 |
|---|---|
| Coefficient of variation (CV) | 4.05374658 |
| Kurtosis | 207.4969687 |
| Mean | 95.24038462 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 13.19461058 |
| Sum | 79240 |
| Variance | 149058.0625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 316 | |
| 2 | 93 | 11.2% |
| 1 | 48 | 5.8% |
| 3 | 34 | 4.1% |
| 5 | 12 | 1.4% |
| 80 | 5 | 0.6% |
| 239 | 5 | 0.6% |
| 138 | 5 | 0.6% |
| 351 | 5 | 0.6% |
| 59 | 4 | 0.5% |
| Other values (199) | 305 |
| Value | Count | Frequency (%) |
| 0 | 316 | |
| 1 | 48 | 5.8% |
| 2 | 93 | 11.2% |
| 3 | 34 | 4.1% |
| 4 | 3 | 0.4% |
| 5 | 12 | 1.4% |
| 6 | 3 | 0.4% |
| 7 | 3 | 0.4% |
| 8 | 1 | 0.1% |
| 9 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 7387 | 1 | |
| 5077 | 1 | |
| 4189 | 1 | |
| 3225 | 1 | |
| 2447 | 1 | |
| 1766 | 1 | |
| 737 | 1 | |
| 523 | 1 | |
| 479 | 1 | |
| 470 | 1 |
| Distinct | 162 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.90985577 |
| Minimum | 0 |
|---|---|
| Maximum | 3874 |
| Zeros | 452 |
| Zeros (%) | 54.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 49 |
| 95-th percentile | 205 |
| Maximum | 3874 |
| Range | 3874 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 212.9783926 |
|---|---|
| Coefficient of variation (CV) | 4.102850787 |
| Kurtosis | 210.4825611 |
| Mean | 51.90985577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.60254871 |
| Sum | 43189 |
| Variance | 45359.79572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 452 | |
| 4 | 50 | 6.0% |
| 5 | 22 | 2.6% |
| 143 | 7 | 0.8% |
| 30 | 6 | 0.7% |
| 37 | 6 | 0.7% |
| 49 | 5 | 0.6% |
| 101 | 5 | 0.6% |
| 150 | 5 | 0.6% |
| 68 | 4 | 0.5% |
| Other values (152) | 270 |
| Value | Count | Frequency (%) |
| 0 | 452 | |
| 1 | 4 | 0.5% |
| 2 | 3 | 0.4% |
| 3 | 4 | 0.5% |
| 4 | 50 | 6.0% |
| 5 | 22 | 2.6% |
| 6 | 1 | 0.1% |
| 7 | 2 | 0.2% |
| 9 | 3 | 0.4% |
| 12 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 3874 | 1 | |
| 3004 | 1 | |
| 2922 | 1 | |
| 1555 | 1 | |
| 444 | 1 | |
| 352 | 1 | |
| 316 | 1 | |
| 314 | 1 | |
| 312 | 1 | |
| 283 | 1 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.53485577 |
| Minimum | 0 |
|---|---|
| Maximum | 94 |
| Zeros | 124 |
| Zeros (%) | 14.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 28 |
| 95-th percentile | 38 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 14.6773969 |
|---|---|
| Coefficient of variation (CV) | 1.009806849 |
| Kurtosis | 1.271796225 |
| Mean | 14.53485577 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.025027733 |
| Sum | 12093 |
| Variance | 215.4259798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124 | |
| 2 | 71 | 8.5% |
| 30 | 55 | 6.6% |
| 5 | 55 | 6.6% |
| 28 | 53 | 6.4% |
| 3 | 47 | 5.6% |
| 1 | 39 | 4.7% |
| 4 | 35 | 4.2% |
| 6 | 28 | 3.4% |
| 11 | 24 | 2.9% |
| Other values (46) | 301 |
| Value | Count | Frequency (%) |
| 0 | 124 | |
| 1 | 39 | 4.7% |
| 2 | 71 | |
| 3 | 47 | 5.6% |
| 4 | 35 | 4.2% |
| 5 | 55 | |
| 6 | 28 | 3.4% |
| 7 | 14 | 1.7% |
| 8 | 20 | 2.4% |
| 9 | 13 | 1.6% |
| Value | Count | Frequency (%) |
| 94 | 1 | |
| 83 | 1 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 53 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 49 | 1 |
| Distinct | 241 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 313.5192308 |
| Minimum | 0 |
|---|---|
| Maximum | 5777 |
| Zeros | 195 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 70 |
| Q3 | 597 |
| 95-th percentile | 674.35 |
| Maximum | 5777 |
| Range | 5777 |
| Interquartile range (IQR) | 596 |
Descriptive statistics
| Standard deviation | 495.2433571 |
|---|---|
| Coefficient of variation (CV) | 1.579626729 |
| Kurtosis | 54.20457674 |
| Mean | 313.5192308 |
| Median Absolute Deviation (MAD) | 70 |
| Skewness | 5.737019005 |
| Sum | 260848 |
| Variance | 245265.9828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 195 | |
| 3 | 42 | 5.0% |
| 2 | 27 | 3.2% |
| 622 | 23 | 2.8% |
| 596 | 20 | 2.4% |
| 600 | 18 | 2.2% |
| 1 | 16 | 1.9% |
| 587 | 15 | 1.8% |
| 11 | 13 | 1.6% |
| 612 | 12 | 1.4% |
| Other values (231) | 451 |
| Value | Count | Frequency (%) |
| 0 | 195 | |
| 1 | 16 | 1.9% |
| 2 | 27 | 3.2% |
| 3 | 42 | 5.0% |
| 4 | 2 | 0.2% |
| 5 | 12 | 1.4% |
| 6 | 2 | 0.2% |
| 7 | 9 | 1.1% |
| 8 | 6 | 0.7% |
| 9 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 5777 | 2 | |
| 5005 | 1 | |
| 4998 | 1 | |
| 2506 | 1 | |
| 2487 | 1 | |
| 2118 | 1 | |
| 2042 | 1 | |
| 1778 | 1 | |
| 1756 | 1 | |
| 1509 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 832 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 832 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 832 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 389 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| push | mov | call | sub | jmp | add | cmp | test | lea | pop | FindFirstFile | SearchPathW | SetFilePointer | FindResourceEx | GetFileAttributesW | SetFileAttributesW | SetFilePointerEx | CryptEncrypt | CreateThread | FindResourceExW | Cerber | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 76103 | 101313 | 29344 | 4859 | 12795 | 33826 | 13694 | 18741 | 11052 | 19881 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2317 | 5335 | 1574 | 381 | 674 | 3228 | 933 | 514 | 681 | 1479 | 2 | 0 | 21 | 26 | 5 | 0 | 0 | 0 | 0 | 26 | 0 |
| 2 | 25822 | 87411 | 23903 | 3535 | 7163 | 43742 | 8779 | 4333 | 7105 | 16319 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 76094 | 115296 | 46972 | 5925 | 12294 | 7575 | 20646 | 13479 | 21433 | 16816 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 |
| 4 | 25073 | 90674 | 23946 | 3605 | 7201 | 42950 | 8541 | 4224 | 7149 | 15881 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 139751 | 205795 | 69858 | 9011 | 23491 | 28419 | 29497 | 21687 | 51881 | 27134 | 44 | 48 | 223 | 1052 | 445 | 23 | 2 | 0 | 38 | 1051 | 0 |
| 6 | 4886 | 89924 | 15734 | 5652 | 7254 | 8967 | 13832 | 9523 | 14109 | 4981 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 38761 | 71261 | 21158 | 3317 | 8707 | 99465 | 6678 | 5932 | 8993 | 25592 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
| 8 | 10621 | 169551 | 46777 | 12429 | 10500 | 15289 | 13669 | 17466 | 30295 | 12997 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
| 9 | 24746 | 41079 | 16058 | 2560 | 5913 | 4808 | 7936 | 5073 | 9275 | 7365 | 37 | 5 | 547 | 607 | 261 | 2 | 2 | 0 | 16 | 607 | 0 |
Last rows
| push | mov | call | sub | jmp | add | cmp | test | lea | pop | FindFirstFile | SearchPathW | SetFilePointer | FindResourceEx | GetFileAttributesW | SetFileAttributesW | SetFilePointerEx | CryptEncrypt | CreateThread | FindResourceExW | Cerber | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 822 | 2123 | 1462 | 915 | 93 | 304 | 200 | 563 | 233 | 214 | 197 | 1952 | 3 | 7403 | 3 | 1521 | 3 | 7387 | 4 | 10 | 3 | 1 |
| 823 | 5185 | 9454 | 1128 | 2651 | 2875 | 19416 | 3781 | 1543 | 991 | 3933 | 277 | 16 | 63 | 622 | 760 | 223 | 58 | 36 | 30 | 622 | 1 |
| 824 | 5174 | 9391 | 1126 | 2648 | 2872 | 19294 | 3778 | 1540 | 643 | 3921 | 277 | 16 | 58 | 622 | 761 | 223 | 52 | 33 | 30 | 622 | 1 |
| 825 | 9155 | 10860 | 657 | 2959 | 1069 | 4506 | 7149 | 1253 | 856 | 9054 | 24 | 8 | 10 | 31 | 56 | 4 | 2 | 5 | 6 | 31 | 1 |
| 826 | 5422 | 9011 | 929 | 2491 | 1114 | 4108 | 2712 | 1461 | 545 | 4116 | 503 | 10 | 195 | 621 | 788 | 251 | 184 | 112 | 30 | 621 | 1 |
| 827 | 6997 | 14127 | 1104 | 3040 | 1265 | 3609 | 3307 | 1784 | 694 | 7612 | 264 | 7 | 207 | 607 | 767 | 248 | 183 | 111 | 28 | 607 | 1 |
| 828 | 6997 | 14127 | 1104 | 3040 | 1265 | 3609 | 3307 | 1784 | 694 | 7612 | 270 | 10 | 223 | 620 | 771 | 251 | 200 | 121 | 28 | 620 | 1 |
| 829 | 5176 | 9391 | 1128 | 2647 | 2874 | 19289 | 3780 | 1538 | 644 | 3923 | 275 | 20 | 22 | 680 | 755 | 218 | 17 | 13 | 28 | 680 | 1 |
| 830 | 5179 | 9447 | 1127 | 2652 | 2877 | 19413 | 3780 | 1542 | 991 | 3925 | 277 | 16 | 11 | 622 | 752 | 217 | 6 | 7 | 30 | 622 | 1 |
| 831 | 2065 | 1431 | 909 | 95 | 307 | 203 | 555 | 220 | 191 | 187 | 227 | 7 | 444 | 587 | 660 | 236 | 110 | 68 | 18 | 587 | 1 |
Most frequently occurring
| push | mov | call | sub | jmp | add | cmp | test | lea | pop | FindFirstFile | SearchPathW | SetFilePointer | FindResourceEx | GetFileAttributesW | SetFileAttributesW | SetFilePointerEx | CryptEncrypt | CreateThread | FindResourceExW | Cerber | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 111 | 400 | 37 | 16 | 20 | 160 | 14 | 6 | 7 | 29 | 2 | 0 | 2 | 11 | 2 | 0 | 0 | 0 | 2 | 11 | 1 | 3 |
| 1 | 281 | 3694 | 854 | 402 | 384 | 510 | 593 | 511 | 584 | 284 | 2 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 3 |
| 9 | 26697 | 22747 | 8425 | 1649 | 4242 | 2109 | 4815 | 5720 | 3911 | 5786 | 22 | 3 | 162 | 80 | 11 | 3 | 138 | 0 | 11 | 80 | 0 | 3 |
| 10 | 48271 | 15827 | 1272 | 28150 | 1100 | 304897 | 7031 | 2521 | 1322 | 37089 | 6 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 2 | 1533 | 3568 | 841 | 219 | 298 | 522 | 709 | 281 | 610 | 586 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 3 | 2187 | 1559 | 936 | 96 | 317 | 210 | 576 | 237 | 230 | 243 | 3 | 6 | 12 | 47 | 8 | 3 | 0 | 0 | 5 | 47 | 0 | 2 |
| 4 | 2191 | 1574 | 937 | 97 | 319 | 201 | 576 | 238 | 230 | 245 | 3 | 3 | 12 | 11 | 8 | 3 | 0 | 0 | 3 | 11 | 0 | 2 |
| 5 | 2212 | 1650 | 934 | 119 | 308 | 201 | 605 | 260 | 241 | 245 | 3 | 3 | 3 | 9 | 7 | 3 | 0 | 0 | 3 | 9 | 0 | 2 |
| 6 | 2583 | 1687 | 1100 | 102 | 357 | 258 | 598 | 297 | 276 | 351 | 2 | 3 | 3 | 9 | 6 | 3 | 0 | 0 | 3 | 9 | 0 | 2 |
| 7 | 2583 | 1687 | 1100 | 102 | 357 | 258 | 598 | 297 | 276 | 351 | 2 | 6 | 3 | 45 | 6 | 3 | 0 | 0 | 5 | 45 | 0 | 2 |